✅IMPORTENT UPDATE: What is EU GMP Annex 22 and how does it relate to data integrity? EU GMP Annex 22 is the first EU regulatory document specifically created for AI-based systems in the pharmaceutical manufacturing sector. It reaffirms the importance of the ALCOA++ principles for all processes involving AI assistance and provides clear guidelines for validation, consistency of performance, and change management. It …

Channel
Pharmaguddu.com
@Pharmaguddu
On this record: Growth · Engagement · Posts · Citations · Cite this entry
14subscribers
+0 since we began measuring on 7 August 2026
Risers and fallers across the register · movement among entries of Under 1,000.
Register entry
| Telegram ID | -1001667133503 |
|---|---|
| Type | Channel |
| Username | @Pharmaguddu |
| Created | 20 August 2022 — measured — dated from the channel’s first post |
| First recorded | 12 August 2026 |
| Last confirmed live | 24 August 2026 |
| Measurements held | 4 |
| Confirmed unchanged | 1 time, most recently 24 August 2026 |
| On Telegram | t.me/Pharmaguddu |
Growth
| Measured (UTC) | Subscribers | Change |
|---|---|---|
| 24 Aug 2026, 20:57 | 14 | -1 |
| 16 Aug 2026, 14:28 | 15 | +1 |
| 12 Aug 2026, 01:30 | 14 | no change |
| 7 Aug 2026, 22:58 | 14 | first reading |
Engagement
11 posts held, back to 20 August 2022 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof Telegram’s post history, 20 posts per page.
Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 11 posts for this entry, the most recent from 9 June 2026. An engagement rate over an empty window would be a number about nothing.
Recent posts
⚠️ Need Additional Packing Material During Batch Packaging? Check out our newly published article covering the complete SOP, approval flow, GMP requirements, and request format used in pharmaceutical manufacturing. 📖 Read Here: https://pharmaguddu.com/sop-additional-packing-material-request-format-erp/
As of May 2026, 26 markets have mandatory serialization in force, including the European Union (under EU FMD), the United States (under DSCSA), Russia, China, India, Japan, South Korea, Turkey, Saudi Arabia, UAE, and most CIS states
🚨 Inspection Readiness Is a 2026 Priority Mock audits, training records, CAPA effectiveness, and data governance remain key inspection focus areas. #FDA #EMA
Health authorities continue emphasizing lifecycle approaches and scientifically justified residue limits. #Validation
📈 Quality Risk Management Expectations Rising Regulators increasingly expect science-based risk assessments integrated into daily GMP operations. #QRM #GMP
⚠️ Data Integrity Still a Top Inspection Finding ALCOA+ principles remain critical. Regulators are closely reviewing audit trails and electronic records. #DataIntegrity
🏭 Annex 1 Compliance Focus Remains High Sterile manufacturers face increased scrutiny on CCS effectiveness, contamination control, and environmental monitoring. #GMP
📋 ICH Q1 Stability Guideline Updates Global stability expectations are evolving under ICH Q1 revisions. Review protocols and risk assessments proactively. #ICH #Stability
🔔 FDA Expands AI Discussion in Pharma FDA continues exploring AI-assisted manufacturing, quality systems, and regulatory submissions. Stay inspection-ready. #FDA #PharmaAI
Channel created
Showing the 11 most recent of 11 posts we hold for @Pharmaguddu. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
Citation-graph rank
Citation-graph rank — 399,259 of 1,622,561entries in the measured graph. A weighted position computed from the forward and mention edges below — republished posts weigh more than named mentions — and recomputed periodically, over the whole graph. Published only as this ordinal position, never as a score: a position is a fact, and a score printed beside one channel’s name would read as a verdict this register does not make. The two counts beneath stay separate for the same reason mentions are never summed with forwards anywhere else on this page — a named-by count costs nothing to manufacture. The top 100 by this measure, or how it is computed.
Forward network
Republished by
Channels on the register that have forwarded this channel's posts into their own feed.
Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.
Cite this entry
A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 24 August 2026 — this entry's latest reading, not the date you are reading this.
“Pharmaguddu.com” (@Pharmaguddu), 14 subscribers as measured 24 August 2026. Telegram Register, tgregister.com/channel/Pharmaguddu.
Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.